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Curated developer articles, tutorials, and guides — auto-updated hourly
Julie2d ago • 4 min read
How to publish posts via the dev.to API
Every time I copied a post into the dev.to editor, added tags and cleaned up the formatting, I'd...
#python#automation#beginners#productivity
24 6
Mr Say Nothing6d ago • 3 min read
Three days without a bench
The box that earns this site its "I tested" lines died Wednesday and stayed dead three days. What sh...
#discuss#ai#devops#automation
5 4
v. Splicer3d ago • 5 min read
Every DIY Project Starts as Automation and Ends as Art
We tell ourselves we're optimizing. What we're really doing is leaving fingerprints on...
#programming#automation#discuss#coding
2 0
Mohamed Zaghloul5d ago • 3 min read
Extracting invoices from Gmail with n8n and Gemini, then checking the IBAN before anyone pays it
Most invoice automations stop at extraction: an LLM pulls the vendor, total and bank details out of ...
#n8n#automation#ai#api
10 12
Crzy undefined (undefined)1d ago • 7 min read
7 Silent Failures in n8n AI Workflows (and the Error Trigger Setup That Catches Them)
I forced 7 LLM failure modes through a real n8n invoice workflow. Six came back as HTTP 200 and gree...
#n8n#automation#devops#ai
5 2
Synzen3d ago • 3 min read
n8n, Zapier or a Python script? How to choose for a small automation
The problem You have a repetitive task: copying form entries into a spreadsheet, sending a...
#automation#n8n#zapier#python
6 2
Fast Data3d ago • 4 min read
Summarise any YouTube channel into Google Sheets with n8n (free workflow)
A weekly n8n workflow that fetches new videos' transcripts, summarises them with an LLM and logs the...
#n8n#automation#youtube#ai
5 1
vlotstroom1d ago • 5 min read
Stop re-reading the whole sheet: a push-sync design for Google Sheets and n8n
A sheet edited all day should push changes, not be pulled whole on every run. An installable onEdit ...
#n8n#googlesheets#automation#tutorial
5 2
Paul ChenOct 16, 2026 • 11 min read
Harnessing the Nondeterministic Machine: Practical Lessons in Agentic AI Hardening
There is a specific kind of confidence failure that shows up in agentic AI systems. It is not the...
#ai#llm#agents#automation
13 6
Touseef Ibn Khaleel6d ago • 2 min read
Turn Your Blog RSS into a Week of Social Posts with n8n and Any LLM API
Posting consistently is a distribution problem, not a writing problem. You already wrote the thinkin...
#n8nworkflow#n8n#automation#llm
5 1
Ali Farhat1d ago • 5 min read
Google Gemini Turns Prompts Into Web Apps With Canvas and AI Studio Build Mode
Google Gemini now provides two first-party ways to turn a natural-language prompt into a working web...
#ai#automation#tools#gemini
1 0
TedOct 16, 2026 • 5 min read
Every Checker in My Pipeline Was Wrong at Least Once. That's Why It Works.
How I fact-checked legal data for 51 US jurisdictions with a coding agent, a browser agent, a critic...
#ai#agents#testing#automation
2 4
Ali Farhat1d ago • 4 min read
ChatGPT Referrals Convert Well, but Google Organic Still Drives Far More Results
Google Organic remains the much larger source of website traffic and conversions than ChatGPT and...
#ai#automation#tools#geo
0 0
Ali FarhatOct 16, 2026 • 4 min read
Chalmers Robot Researcher Shows How AI Can Run the Scientific Discovery Loop
Researchers at Chalmers University of Technology have demonstrated an AI-enabled laboratory system.....
#ai#automation#tools#governance
0 0
Ali FarhatOct 16, 2026 • 5 min read
Posit AI Pass Makes AI Disclosure an Explicit Expectation for Published Work
Posit has made disclosure of material AI involvement an explicit expectation in its Posit AI Pass...
#ai#automation#tools#geo
0 0
Ali Farhat1d ago • 5 min read
Independent OpenAI Agent Investigation Highlights Monitoring Lessons for Businesses
An independent investigation by METR and a contractor from Redwood Research examined the OpenAI agen...
#ai#automation#tools#openai
0 0
Ali Farhat1d ago • 5 min read
Google Gemini Connects Maps and Calendar for More Contextual Day Planning
Google has expanded Gemini's connection to Google Maps and Google Calendar, giving its AI assistant ...
#ai#automation#tools#gemini
0 0
Ali Farhat2d ago • 5 min read
Codex Website Assessment Skill Hints at Faster Issue Triage for Developers
A Codex-oriented skill appears to point developers toward a more repeatable way to assess whether a....
#ai#automation#tools#openai
0 0
Ali Farhat2d ago • 5 min read
Google Clarifies Search and AI Visibility Controls for Website Owners
Google has updated its guidance for website owners on controlling how content appears in Google...
#ai#automation#tools#geo
0 0
Ali Farhat3d ago • 5 min read
OpenAI GPT-5.3-Codex Strengthens the Case for Auditable COBOL Modernization
OpenAI is positioning GPT-5.3-Codex for more capable coding, debugging, and end-to-end software work...
#ai#automation#tools#openai
0 0
Ali Farhat3d ago • 5 min read
Local AI Search Requires Local Evidence: A Five-Step E-E-A-T Audit Framework
Global authority does not automatically translate into local authority in AI search. That is the...
#ai#automation#tools#geo
0 0
Ali Farhat4d ago • 5 min read
MAI-Transcribe-2 Leads David AI’s 21-Language Speech Recognition Benchmark
Microsoft AI’s MAI-Transcribe-2 achieved the lowest transcription error rate in 18 of 21 languages i...
#ai#automation#tools#microsoft
0 0
Ali Farhat1d ago • 5 min read
AI Brand Mentions and Citations Are Diverging: What Semrush’s Index Means for Visibility
A brand can appear in an AI-generated answer without being one of the sources the system cites. That...
#ai#automation#tools#geo
0 0
Ali Farhat4d ago • 5 min read
Google Gemini 4 Argon Brings Multi-Agent Blender Workflows to Antigravity
Google has rolled out Gemini 4 Argon, a model positioned for complex, multi-step work across the...
#ai#automation#tools#gemini
0 0